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Using the full-text content of academic articles to identify and evaluate algorithm entities in the domain of natural language processing
14 references·8 citing·48 second hop
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Structure, impacts, and citation standard (2017)How is R cited in research ou…Co-mention network of R packages: Scientific impact and clustering structure (2017)Co-mention network of R packa…Understanding the scientific software ecosystem and its impact: Current and future measures (2015)Understanding the scientific …Software in the scientific literature: Problems with seeing, finding, and using software mentioned in the biology literature (2015)Software in the scientific li…Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references (2015)Growth rates of modern scienc…Assessing the impact of software on science: A bootstrapped learning of software entities in full-text papers (2015)Assessing the impact of softw…Measuring the Value of Research Data: A Citation Analysis of Oceanographic Data Sets (2014)Measuring the Value of Resear…National research assessment exercises: a comparison of peer review and bibliometrics rankings (2011)National research assessment …Content Analysis of Research Articles in Library and Information Science. (1990)Content Analysis of Research …A Coefficient of Agreement for Nominal Scales (1960)A Coefficient of Agreement fo…Is higher team gender diversity correlated with better scientific impact? (2025)Is higher team gender diversi…Exploring the relationship between team institutional composition and novelty in academic papers based on fine-grained knowledge entities (2024)Exploring the relationship be…Measuring the interdisciplinary characteristics of Chinese research in library and information science based on knowledge elements (2023)Measuring the interdisciplina…Contextualised segment-wise citation function classification (2023)Contextualised segment-wise c…A term function–aware keyword citation network method for science mapping analysis (2023)A term function–aware keyword…Exploring science-technology linkages: A deep learning-empowered solution (2022)Exploring science-technology …Exploring developments of the AI field from the perspective of methods, datasets, and metrics (2022)Exploring developments of the…A review on method entities in the academic literature: extraction, evaluation, and application (2022)A review on method entities i…"Sources of information on specific subjects" by S.C. 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References

  • 1960A Coefficient of Agreement for Nominal Scales42,335 cited
  • 2015Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references1,570 cited
  • 2017Web of Science use in published research and review papers 1997–2017: a selective, dynamic, cross-domain, content-based analysis738 cited
  • 2018Measuring the Evolution of a Scientific Field through Citation Frames212 cited
  • 1990Content Analysis of Research Articles in Library and Information Science.186 cited
  • 2015Software in the scientific literature: Problems with seeing, finding, and using software mentioned in the biology literature160 cited
  • 2011National research assessment exercises: a comparison of peer review and bibliometrics rankings102 cited
  • 2017Research methods: What's in the name?100 cited
  • 2014Measuring the Value of Research Data: A Citation Analysis of Oceanographic Data Sets88 cited
  • 2015Understanding the scientific software ecosystem and its impact: Current and future measures77 cited
  • 2015Assessing the impact of software on science: A bootstrapped learning of software entities in full-text papers56 cited
  • 2017The ‘time machine’ reconstructing ancient Venice’s social networks52 cited
  • 2017How is R cited in research outputs? Structure, impacts, and citation standard47 cited
  • 2017Co-mention network of R packages: Scientific impact and clustering structure

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  • 2022Exploring science-technology linkages: A deep learning-empowered solution37 cited
  • 2022A review on method entities in the academic literature: extraction, evaluation, and application28 cited
  • 2023A term function–aware keyword citation network method for science mapping analysis22 cited
  • 2024Exploring the relationship between team institutional composition and novelty in academic papers based on fine-grained knowledge entities15 cited
  • 2022Exploring developments of the AI field from the perspective of methods, datasets, and metrics12 cited
  • 2023Measuring the interdisciplinary characteristics of Chinese research in library and information science based on knowledge elements11 cited
  • 2025Is higher team gender diversity correlated with better scientific impact?10 cited
  • 2023Contextualised segment-wise citation function classification10 cited